Math 2.0

Probability theory and stochastic processes Definition

Local time

Builds on Wiener processProbability space

Definition

Let (Bt)t≥0(B_t)_{t \ge 0} be a standard one-dimensional Brownian motion on a probability space (Ω,ℱ,P)(\Omega, \mathcal{F}, P). The local time of BB is a random field L=(L(t,x))t≥0, x∈ℝL = (L(t, x))_{t \ge 0, \, x \in \R} such that, almost surely:

  1. the map (t,x)↦L(t,x)(t, x) \mapsto L(t, x) is continuous;
  2. for every t≥0t \ge 0 and every bounded Borel function f ⁣:ℝ→ℝf \colon \R \to \R, ∫0tf(Bs) ds=∫ℝf(x) L(t,x) dx.\int_0^t f(B_s) \, ds = \int_{\R} f(x) \, L(t, x) \, dx.

Such a field exists, and it is unique up to indistinguishability. For each tt and xx it satisfies, almost surely, L(t,x)=lim⁡ε↓012ε∫0t𝟏{∣Bs−x∣<ε} ds.L(t, x) = \lim_{\varepsilon \downarrow 0} \frac{1}{2\varepsilon} \int_0^t \mathbf{1}_{\set{\abs{B_s - x} < \varepsilon}} \, ds.

Remarks

Example: L(0,x)=0L(0, x) = 0 for all xx, and E[L(t,0)]=∫0t(2πs)−1/2 ds=2t/πE[L(t, 0)] = \int_0^t (2\pi s)^{-1/2} \, ds = \sqrt{2t/\pi}, because the density of BsB_s at 00 is (2πs)−1/2(2\pi s)^{-1/2}. Non-example: the field ∫0t𝟏{Bs=x} ds\int_0^t \mathbf{1}_{\set{B_s = x}} \, ds is almost surely 00 for every xx, so it fails clause 2 with f=1f = 1 and t>0t > 0. For fixed xx, the map t↦L(t,x)t \mapsto L(t, x) is nondecreasing and increases only on the set of times tt with Bt=xB_t = x. The notations LtxL_t^x and ℓt(x)\ell_t(x) are also common. With this normalisation, L(t,0)L(t, 0) has the same law as max⁡s≤tBs\max_{s \le t} B_s.

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  1. Probability space concept
  2. Wiener process concept
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Further reading

  1. Web https://en.wikipedia.org/wiki/Local_time_(mathematics)
About this page
TagC8W7J0S73V
URIm2://C8W7J0S73V
Kinddefinition
WritingW0 stub
MSC60J55, 60J65
DefinesLocal time
UsesWiener process, Probability space
Changed2 November 2026

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